Udemy – Reinforcement Learning: AI Flight with Unity ML-Agents 2020-12

Description

Reinforcement Learning: AI Flight with Unity ML-Agents is a training course on the Unity Reinforcement Learning Platform with flight training for aircraft. Reinforcement learning using ML-Agents is usually more intuitive than other machine learning methods, as you can view your neural network learning in a three-dimensional, instantaneous reward-based environment for appropriate behavior.

What you will learn in Reinforcement Learning: AI Flight with Unity ML-Agents

How to install, run and train neural networks using Unity ML-Agents

Train aircraft operators to fly using reinforcing learning, especially PPO

Build an air racing game at Unity with AI-challenged rivals that are incredibly challenging.

Integration of neural networks trained in the game that can be developed as a cross-platform

Apply advanced machine learning (no need to write training algorithms)

Provide plenty of possibilities for project customization

Course information

Publisher: Udemy Instructors: Adam Kelly Immersive Limit English language Level of education: Intermediate Number of lessons: 185 Duration: 14 hours and 20 minutes

Prerequisite

Intermediate programming skills (Unity uses C#)

A computer that can run Unity 2019.2 or above

Basic Unity skills (how to navigate and use the interface)

Optional: Basic Blender skills (how to navigate and use the interface)

Optional: Prior Machine Learning experience – It will help with understanding, but isn’t necessary

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720